I am a Data Scientist and GIS Manager with a decade of experience solving high-stakes problems in regulated industries. Currently, I lead the geospatial program for the Tennessee Division of Forestry, where I architect the data infrastructure and Python-driven automation that protects millions of acres of natural resources.
My career is built on a foundation of efficiency consulting. Whether I am building Multi-Criteria Decision Analysis (MCDA) models for the next generation of nuclear energy or establishing version-controlled GitHub repositories for statewide agencies, my goal is the same: to turn massive, complex datasets into clear, strategic recommendations.
My Philosophy: No "Black Boxes" I take deep pride in my professional judgment by avoiding the "black box"—where solutions are buried in unnecessarily complicated models. I believe that while our tools (like Google Gemini and Vertex AI) are incredibly powerful, the quality of our decisions relies on transparent insights. As George Box famously said, "All models are wrong, but some are useful." My mission is to ensure every model I build is useful, reproducible, and aligned with institutional goals.
Beyond the Terminal Before I was a Data Scientist, I was an Airborne Infantry Team Lead in the U.S. Army, a background that instilled in me the "efficient execution" and "positive energy" I bring to every technical team I lead.
I work at the edge of what’s possible in spatial science and data engineering. My daily toolkit includes:
When I’m not automating data pipelines or exploring the DeFi ecosystem, I’m likely finding my own flow in the great outdoors. You can frequently find me kayaking the Gauley River, climbing at the Lily Boulders, or generally causing mischief in the wilderness with my partner, Jess, and our two dogs, Willow and Coconut.
GIS manager and spatial data scientist responsible for managing statewide Division data programs and ArcGIS Online account.
GIS lead analyst responsible for managing GIS portions of AEC projects and managing the South region's (TN, GA, MS, AL) Enterprise web content.
Raft guide, guide school trainer, and manager overseeing daily rafting and whitewater sports activities.
Conduct forestry surveys and prepare plots for timber leases. QRF wildland firefighter for fires throughout the Pacific Northwest.
Graduated with 4.0 GPA while working full-time at Kimley-Horn.
Graduated top of class Summa Cum Laude with 3.96 GPA.
Graduated top of class Summa Cum Laude with 3.96 GPA.
A 3-dimensional model of shading impacts for a solar site in Georgia.
View ProjectA fictional marathon scenario on Mars as proof of concept for cost distance analysis.
View ProjectAnalyzing various interpolation methods for mapping Ogalalla Aquifer groundwater levels in Nebraska.
View ProjectMapping how salmon runs have changed since the development of dams along the Snake River.
View ProjectA collection of maps I have created for various personal and professional projects.
View Map GalleryYou can reach me via email at: colintimothystiles@gmail.com